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AI Security

AI Is Forcing a New Open Source Security Model

AI coding agents now choose dependencies — and attackers are exploiting hallucinated packages and MCP backdoors that legacy SCA tools like Sonatype's were never built to catch.

Jun 7, 20267 min read
AI Security

Governments banning AI models: security implications for teams

Governments banned DeepSeek and other AI models in 2025 within days. Here's the security supply-chain risk teams face and how to find and fix it fast.

Jun 7, 20266 min read
AI Security

Building trust in AI-assisted software development

AI writes 30-50% of new code at many shops now, and 45% of it ships with security flaws. Here's how to build real trust in that pipeline.

Jun 6, 20266 min read
AI Security

Vulnerability Prioritization in the AI Era

CVSS scores can't keep pace with AI-generated code and 40,000+ annual CVEs. Here's why Sonatype's component-level model falls short and what real prioritization requires.

Jun 6, 20268 min read
AI Security

Cursor's AI security agents: what they get right and what's missing

Cursor's Bugbot and MCP agents catch real bugs, but CurXecute and MCPoison show they open new attack surfaces SCA tools never had to face.

Jun 6, 20266 min read
AI Security

Claude Code and Claude Desktop security integrations

Claude Code's shell access and MCP's connector boom are reshaping software supply chain risk. Here's what security teams need to know and do.

Jun 6, 20267 min read
AI Security

Anthropic Claude Enterprise security features overview

Claude Enterprise ships strong SSO, SCIM, audit logging, and SOC 2/ISO compliance — but its controls stop at the API boundary, leaving code and dependencies exposed.

Jun 6, 20266 min read
AI Security

Securing AI coding IDE extensions and plugins

VS Code themes with 9M installs shipped backdoors; Cursor's rules files were hijacked in 2025. Here's what AI IDE extension security actually requires.

Jun 5, 20266 min read
AI Security

LLM output validation and sanitization best practices

LLM output is untrusted input to everything downstream. Here's how to validate, encode, and sandbox it before it becomes your next injection vector.

Jun 5, 20267 min read

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